Pandas Profiling Report

Dataset statistics

Number of variables	11
Number of observations	1000000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	91.6 MiB
Average record size in memory	96.0 B

Variable types

Numeric	9
Categorical	2

Alerts

`storm` has constant value ""	Constant
`400kmDensity` is highly overall correlated with `SYM/H_INDEX_nT` and 4 other fields	High correlation
`SYM/H_INDEX_nT` is highly overall correlated with `400kmDensity`	High correlation
`1-M_AE_nT` is highly overall correlated with `SYM/H_INDEX_nT`	High correlation
`DAILY_SUNSPOT_NO_` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`DAILY_F10.7_` is highly overall correlated with `DAILY_SUNSPOT_NO_` and 3 other fields	High correlation
`SOLAR_LYMAN-ALPHA_W/m^2` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`mg_index (core to wing ratio (unitless))` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`irradiance (W/m^2/nm)` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`SYM/H_INDEX_nT` has 16686 (1.7%) zeros	Zeros
`DAILY_SUNSPOT_NO_` has 180460 (18.0%) zeros	Zeros
`d_diff` has 16724 (1.7%) zeros	Zeros

Reproduction

Analysis started	2023-02-24 21:38:44.149519
Analysis finished	2023-02-24 21:39:36.886729
Duration	52.74 seconds
Software version	ydata-profiling vv4.0.0
Download configuration	config.json

400kmDensity
Real number (ℝ)

Distinct	933933
Distinct (%)	93.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7484057 × 10^-12

Minimum	5.77655 × 10^-16
Maximum	2.503598 × 10^-11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	5.77655 × 10^-16
5-th percentile	2.6951312 × 10^-13
Q1	6.5198245 × 10^-13
median	1.2339175 × 10^-12
Q3	2.3486263 × 10^-12
95-th percentile	4.985103 × 10^-12
Maximum	2.503598 × 10^-11
Range	2.5035402 × 10^-11
Interquartile range (IQR)	1.6966438 × 10^-12

Descriptive statistics

Standard deviation	1.556046 × 10^-12
Coefficient of variation (CV)	0.88997993
Kurtosis	0
Mean	1.7484057 × 10^-12
Median Absolute Deviation (MAD)	7.090118 × 10^-13
Skewness	0
Sum	1.7484057 × 10^-6
Variance	2.4212791 × 10^-24
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.310671 × 10^-12	6	< 0.1%
1.352712 × 10^-12	6	< 0.1%
1.365907 × 10^-12	5	< 0.1%
1.26003 × 10^-12	5	< 0.1%
1.00551 × 10^-12	5	< 0.1%
1.6048 × 10^-12	5	< 0.1%
1.245372 × 10^-12	5	< 0.1%
1.097129 × 10^-12	5	< 0.1%
1.152148 × 10^-12	5	< 0.1%
1.212032 × 10^-12	5	< 0.1%
Other values (933923)	999948	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.77655 × 10^-16	1	< 0.1%
1.105662 × 10^-15	1	< 0.1%
1.174258 × 10^-15	1	< 0.1%
1.211596 × 10^-15	1	< 0.1%
1.548175 × 10^-15	1	< 0.1%
1.576348 × 10^-15	1	< 0.1%
1.659292 × 10^-15	1	< 0.1%
1.950617 × 10^-15	1	< 0.1%
2.274078 × 10^-15	1	< 0.1%
3.031177 × 10^-15	1	< 0.1%

Value	Count	Frequency (%)
2.503598 × 10^-11	1	< 0.1%
2.499609 × 10^-11	1	< 0.1%
2.254039 × 10^-11	1	< 0.1%
2.24411 × 10^-11	1	< 0.1%
2.226916 × 10^-11	1	< 0.1%
2.217619 × 10^-11	1	< 0.1%
2.217417 × 10^-11	1	< 0.1%
2.201916 × 10^-11	1	< 0.1%
2.163607 × 10^-11	1	< 0.1%
2.161917 × 10^-11	1	< 0.1%

SYM/H_INDEX_nT
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	570
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-16.16863

Minimum	-490
Maximum	146
Zeros	16686
Zeros (%)	1.7%
Negative	819194
Negative (%)	81.9%
Memory size	15.3 MiB

Quantile statistics

Minimum	-490
5-th percentile	-51
Q1	-24
median	-13
Q3	-4
95-th percentile	10
Maximum	146
Range	636
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	22.810829
Coefficient of variation (CV)	-1.4108078
Kurtosis	44.245328
Mean	-16.16863
Median Absolute Deviation (MAD)	10
Skewness	-4.0341271
Sum	-16168630
Variance	520.33394
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-10	27703	2.8%
-9	27643	2.8%
-13	27561	2.8%
-8	27230	2.7%
-14	27227	2.7%
-15	27016	2.7%
-12	27009	2.7%
-11	26944	2.7%
-7	26449	2.6%
-16	25545	2.6%
Other values (560)	729673	73.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-490	1	< 0.1%
-487	1	< 0.1%
-486	1	< 0.1%
-485	1	< 0.1%
-483	1	< 0.1%
-479	1	< 0.1%
-477	1	< 0.1%
-475	1	< 0.1%
-470	2	< 0.1%
-469	1	< 0.1%

Value	Count	Frequency (%)
146	1	< 0.1%
136	1	< 0.1%
134	1	< 0.1%
132	1	< 0.1%
130	1	< 0.1%
129	1	< 0.1%
128	1	< 0.1%
127	1	< 0.1%
124	1	< 0.1%
123	1	< 0.1%

1-M_AE_nT
Real number (ℝ)

Distinct	2268
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	229.45332

Minimum	1
Maximum	4174
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	1
5-th percentile	20
Q1	53
median	138
Q3	327
95-th percentile	727
Maximum	4174
Range	4173
Interquartile range (IQR)	274

Descriptive statistics

Standard deviation	245.9207
Coefficient of variation (CV)	1.0717679
Kurtosis	7.0681008
Mean	229.45332
Median Absolute Deviation (MAD)	101
Skewness	2.0864789
Sum	2.2945332 × 10⁸
Variance	60476.992
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	6945	0.7%
35	6795	0.7%
32	6789	0.7%
31	6774	0.7%
37	6764	0.7%
33	6739	0.7%
39	6736	0.7%
36	6701	0.7%
30	6614	0.7%
41	6566	0.7%
Other values (2258)	932577	93.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	18	< 0.1%
2	76	< 0.1%
3	211	< 0.1%
4	442	< 0.1%
5	749	0.1%
6	1055	0.1%
7	1244	0.1%
8	1506	0.2%
9	1889	0.2%
10	2193	0.2%

Value	Count	Frequency (%)
4174	1	< 0.1%
4056	1	< 0.1%
3708	1	< 0.1%
3698	1	< 0.1%
3680	1	< 0.1%
3570	1	< 0.1%
3568	1	< 0.1%
3481	1	< 0.1%
3454	1	< 0.1%
3452	1	< 0.1%

DAILY_SUNSPOT_NO_
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	205
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.909605

Minimum	0
Maximum	281
Zeros	180460
Zeros (%)	18.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	13
median	45
Q3	86
95-th percentile	153
Maximum	281
Range	281
Interquartile range (IQR)	73

Descriptive statistics

Standard deviation	52.400122
Coefficient of variation (CV)	0.93722935
Kurtosis	1.1762638
Mean	55.909605
Median Absolute Deviation (MAD)	33
Skewness	1.1388535
Sum	55909605
Variance	2745.7728
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	180460	18.0%
13	29017	2.9%
15	18726	1.9%
12	18270	1.8%
18	14296	1.4%
16	13576	1.4%
14	12448	1.2%
26	12285	1.2%
11	12066	1.2%
58	11379	1.1%
Other values (195)	677477	67.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	180460	18.0%
6	1285	0.1%
7	594	0.1%
8	575	0.1%
9	4279	0.4%
10	6403	0.6%
11	12066	1.2%
12	18270	1.8%
13	29017	2.9%
14	12448	1.2%

Value	Count	Frequency (%)
281	455	< 0.1%
279	539	0.1%
270	458	< 0.1%
267	551	0.1%
263	503	0.1%
252	534	0.1%
250	1124	0.1%
248	1089	0.1%
247	1082	0.1%
239	546	0.1%

DAILY_F10.7_
Real number (ℝ)

Distinct	821
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	104.13738

Minimum	65.1
Maximum	999.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	65.1
5-th percentile	67.9
Q1	74.5
median	91.8
Q3	118.7
95-th percentile	166.4
Maximum	999.9
Range	934.8
Interquartile range (IQR)	44.2

Descriptive statistics

Standard deviation	64.458589
Coefficient of variation (CV)	0.61897647
Kurtosis	142.26382
Mean	104.13738
Median Absolute Deviation (MAD)	19.9
Skewness	10.560106
Sum	1.0413738 × 10⁸
Variance	4154.9097
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
69.3	8141	0.8%
68	6135	0.6%
67.4	5980	0.6%
68.8	5936	0.6%
70.8	5875	0.6%
70	5671	0.6%
70.5	5362	0.5%
69.5	4990	0.5%
69.8	4915	0.5%
68.5	4829	0.5%
Other values (811)	942166	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65.1	539	0.1%
65.9	576	0.1%
66.1	170	< 0.1%
66.2	2196	0.2%
66.3	1601	0.2%
66.4	2109	0.2%
66.5	1053	0.1%
66.6	1383	0.1%
66.7	2163	0.2%
66.8	2479	0.2%

Value	Count	Frequency (%)
999.9	3887	0.4%
275.4	587	0.1%
270.9	537	0.1%
267.6	537	0.1%
246.9	458	< 0.1%
245.2	546	0.1%
242.6	516	0.1%
232.8	561	0.1%
232.3	455	< 0.1%
229.5	529	0.1%

SOLAR_LYMAN-ALPHA_W/m^2
Real number (ℝ)

Distinct	1333
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0069723484

Minimum	0.005898
Maximum	0.009751
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.005898
5-th percentile	0.006003
Q1	0.0063
median	0.006848
Q3	0.007503
95-th percentile	0.008478
Maximum	0.009751
Range	0.003853
Interquartile range (IQR)	0.001203

Descriptive statistics

Standard deviation	0.00079261697
Coefficient of variation (CV)	0.11368006
Kurtosis	-0.066324399
Mean	0.0069723484
Median Absolute Deviation (MAD)	0.000579
Skewness	0.75099245
Sum	6972.3484
Variance	6.2824166 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.005961	2882	0.3%
0.006659	2764	0.3%
0.006479	2757	0.3%
0.006008	2737	0.3%
0.00636	2669	0.3%
0.006031	2544	0.3%
0.006016	2467	0.2%
0.006019	2334	0.2%
0.005991	2255	0.2%
0.005953	2243	0.2%
Other values (1323)	974348	97.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.005898	553	0.1%
0.005908	550	0.1%
0.005912	520	0.1%
0.005918	560	0.1%
0.005926	545	0.1%
0.00594	564	0.1%
0.005941	572	0.1%
0.005942	567	0.1%
0.005943	550	0.1%
0.005946	1205	0.1%

Value	Count	Frequency (%)
0.009751	561	0.1%
0.00974	516	0.1%
0.00972	522	0.1%
0.009662	458	< 0.1%
0.009581	557	0.1%
0.009577	455	< 0.1%
0.009483	503	0.1%
0.009459	539	0.1%
0.009429	245	< 0.1%
0.009374	551	0.1%

mg_index (core to wing ratio (unitless))
Real number (ℝ)

Distinct	1440
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.26919881

Minimum	0.26299
Maximum	0.28494
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.26299
5-th percentile	0.26383742
Q1	0.26510999
median	0.26833994
Q3	0.27250001
95-th percentile	0.27787
Maximum	0.28494
Range	0.02195
Interquartile range (IQR)	0.00739002

Descriptive statistics

Standard deviation	0.0045775434
Coefficient of variation (CV)	0.017004323
Kurtosis	-0.26029184
Mean	0.26919881
Median Absolute Deviation (MAD)	0.00352006
Skewness	0.72967207
Sum	269198.81
Variance	2.0953904 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.26708001	4011	0.4%
0.26418999	3344	0.3%
0.26396	3244	0.3%
0.26434001	2783	0.3%
0.26594999	2778	0.3%
0.26391	2774	0.3%
0.26576	2727	0.3%
0.26712999	2712	0.3%
0.26567999	2695	0.3%
0.26565999	2694	0.3%
Other values (1430)	970238	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.26299	170	< 0.1%
0.26312	528	0.1%
0.26313001	520	0.1%
0.26315001	1110	0.1%
0.26317999	321	< 0.1%
0.26319	22	< 0.1%
0.26320001	1057	0.1%
0.26321	628	0.1%
0.26322001	557	0.1%
0.26323	1101	0.1%

Value	Count	Frequency (%)
0.28494	516	0.1%
0.28485999	561	0.1%
0.28428999	458	< 0.1%
0.28426999	522	0.1%
0.2841	455	< 0.1%
0.28373	245	< 0.1%
0.28360999	552	0.1%
0.28347999	503	0.1%
0.2834	539	0.1%
0.28323999	557	0.1%

irradiance (W/m^2/nm)
Real number (ℝ)

Distinct	1998
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0056221117

Minimum	0.0048813247
Maximum	0.0073493496
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.0048813247
5-th percentile	0.0049377489
Q1	0.0051511205
median	0.0055406117
Q3	0.0059995502
95-th percentile	0.0067077135
Maximum	0.0073493496
Range	0.0024680248
Interquartile range (IQR)	0.00084842974

Descriptive statistics

Standard deviation	0.00055822392
Coefficient of variation (CV)	0.099290791
Kurtosis	-0.37944516
Mean	0.0056221117
Median Absolute Deviation (MAD)	0.00041343644
Skewness	0.67582942
Sum	5622.1117
Variance	3.1161395 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.004975144286	1110	0.1%
0.005085965153	1109	0.1%
0.00498051988	1092	0.1%
0.004922427703	1091	0.1%
0.005260170903	1087	0.1%
0.004940496758	1077	0.1%
0.005658049602	1077	0.1%
0.004946734291	1052	0.1%
0.004955403507	1032	0.1%
0.004939651117	872	0.1%
Other values (1988)	989401	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.004881324712	254	< 0.1%
0.00488556223	520	0.1%
0.004886395764	517	0.1%
0.004887722898	579	0.1%
0.004894145299	574	0.1%
0.00489506498	528	0.1%
0.004896449856	571	0.1%
0.004898893181	568	0.1%
0.004898921587	411	< 0.1%
0.004900876433	273	< 0.1%

Value	Count	Frequency (%)
0.007349349558	546	0.1%
0.00734248152	545	0.1%
0.007334709167	537	0.1%
0.007301890757	519	0.1%
0.007266042288	562	0.1%
0.007257604506	391	< 0.1%
0.007208690513	477	< 0.1%
0.007195423823	549	0.1%
0.007178029511	242	< 0.1%
0.007172006648	62	< 0.1%

storm
Categorical

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.3 MiB

1	1000000

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	1000000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1000000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1000000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1000000	100.0%

storm phase
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.3 MiB

2	604726
1	395274

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	1
4th row	2
5th row	1

Common Values

Value	Count	Frequency (%)
2	604726	60.5%
1	395274	39.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	604726	60.5%
1	395274	39.5%

Most occurring characters

Value	Count	Frequency (%)
2	604726	60.5%
1	395274	39.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	604726	60.5%
1	395274	39.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	1000000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	604726	60.5%
1	395274	39.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1000000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	604726	60.5%
1	395274	39.5%

d_diff
Real number (ℝ)

Distinct	816208
Distinct (%)	81.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1204068 × 10^-17

Minimum	-1.1317823 × 10^-11
Maximum	1.0747433 × 10^-11
Zeros	16724
Zeros (%)	1.7%
Negative	479935
Negative (%)	48.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	-1.1317823 × 10^-11
5-th percentile	-2.0239725 × 10^-13
Q1	-4.298 × 10^-14
median	4.589 × 10^-16
Q3	4.5119 × 10^-14
95-th percentile	1.9625305 × 10^-13
Maximum	1.0747433 × 10^-11
Range	2.2065256 × 10^-11
Interquartile range (IQR)	8.8099 × 10^-14

Descriptive statistics

Standard deviation	2.0815659 × 10^-13
Coefficient of variation (CV)	9816.8237
Kurtosis	0
Mean	2.1204068 × 10^-17
Median Absolute Deviation (MAD)	4.404935 × 10^-14
Skewness	0
Sum	2.1204068 × 10^-11
Variance	4.3329167 × 10^-26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16724	1.7%
8.692 × 10^-15	11	< 0.1%
3.4701 × 10^-14	11	< 0.1%
-7.702 × 10^-15	10	< 0.1%
-1.123 × 10^-15	10	< 0.1%
-2.847 × 10^-15	9	< 0.1%
9.978 × 10^-15	9	< 0.1%
-5.547 × 10^-15	9	< 0.1%
2.4583 × 10^-14	9	< 0.1%
9.25 × 10^-16	9	< 0.1%
Other values (816198)	983189	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.1317823 × 10^-11	1	< 0.1%
-9.4411153 × 10^-12	1	< 0.1%
-9.03666 × 10^-12	1	< 0.1%
-7.847266 × 10^-12	1	< 0.1%
-7.8236402 × 10^-12	1	< 0.1%
-7.8011442 × 10^-12	1	< 0.1%
-7.406176 × 10^-12	1	< 0.1%
-7.316718 × 10^-12	1	< 0.1%
-7.241425 × 10^-12	1	< 0.1%
-7.215517 × 10^-12	1	< 0.1%

Value	Count	Frequency (%)
1.0747433 × 10^-11	1	< 0.1%
9.7292573 × 10^-12	1	< 0.1%
8.884224 × 10^-12	1	< 0.1%
8.742143 × 10^-12	1	< 0.1%
8.235121 × 10^-12	1	< 0.1%
7.728122 × 10^-12	1	< 0.1%
7.3289078 × 10^-12	1	< 0.1%
7.12723 × 10^-12	1	< 0.1%
7.04828 × 10^-12	1	< 0.1%
6.9862178 × 10^-12	1	< 0.1%

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	d_diff	storm phase
400kmDensity	1.000	-0.289	0.349	0.759	0.808	0.839	0.819	0.850	0.051	0.017
SYM/H_INDEX_nT	-0.289	1.000	-0.535	-0.156	-0.158	-0.165	-0.155	-0.162	-0.006	0.135
1-M_AE_nT	0.349	-0.535	1.000	0.252	0.264	0.272	0.241	0.280	0.007	0.040
DAILY_SUNSPOT_NO_	0.759	-0.156	0.252	1.000	0.935	0.903	0.904	0.888	0.009	0.076
DAILY_F10.7_	0.808	-0.158	0.264	0.935	1.000	0.946	0.938	0.938	0.009	0.059
SOLAR_LYMAN-ALPHA_W/m^2	0.839	-0.165	0.272	0.903	0.946	1.000	0.964	0.990	0.009	0.067
mg_index (core to wing ratio (unitless))	0.819	-0.155	0.241	0.904	0.938	0.964	1.000	0.952	0.008	0.058
irradiance (W/m^2/nm)	0.850	-0.162	0.280	0.888	0.938	0.990	0.952	1.000	0.009	0.086
d_diff	0.051	-0.006	0.007	0.009	0.009	0.009	0.008	0.009	1.000	0.005
storm phase	0.017	0.135	0.040	0.076	0.059	0.067	0.058	0.086	0.005	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.346	0.275	0.703	0.364	0.788	0.767	0.801	NaN	0.016	0.067
SYM/H_INDEX_nT	-0.346	1.000	-0.516	-0.163	-0.080	-0.168	-0.159	-0.161	NaN	-0.267	-0.004
1-M_AE_nT	0.275	-0.516	1.000	0.191	0.087	0.204	0.180	0.211	NaN	0.022	0.003
DAILY_SUNSPOT_NO_	0.703	-0.163	0.191	1.000	0.437	0.894	0.895	0.870	NaN	-0.017	-0.000
DAILY_F10.7_	0.364	-0.080	0.087	0.437	1.000	0.456	0.451	0.446	NaN	0.018	0.000
SOLAR_LYMAN-ALPHA_W/m^2	0.788	-0.168	0.204	0.894	0.456	1.000	0.966	0.984	NaN	-0.007	0.000
mg_index (core to wing ratio (unitless))	0.767	-0.159	0.180	0.895	0.451	0.966	1.000	0.948	NaN	-0.012	-0.000
irradiance (W/m^2/nm)	0.801	-0.161	0.211	0.870	0.446	0.984	0.948	1.000	NaN	-0.018	0.000
storm	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
storm phase	0.016	-0.267	0.022	-0.017	0.018	-0.007	-0.012	-0.018	NaN	1.000	-0.001
d_diff	0.067	-0.004	0.003	-0.000	0.000	0.000	-0.000	0.000	NaN	-0.001	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.289	0.349	0.759	0.808	0.839	0.819	0.850	NaN	0.027	0.051
SYM/H_INDEX_nT	-0.289	1.000	-0.535	-0.156	-0.158	-0.165	-0.155	-0.162	NaN	-0.385	-0.006
1-M_AE_nT	0.349	-0.535	1.000	0.252	0.264	0.272	0.241	0.280	NaN	0.086	0.007
DAILY_SUNSPOT_NO_	0.759	-0.156	0.252	1.000	0.935	0.903	0.904	0.888	NaN	-0.028	0.009
DAILY_F10.7_	0.808	-0.158	0.264	0.935	1.000	0.946	0.938	0.938	NaN	-0.032	0.009
SOLAR_LYMAN-ALPHA_W/m^2	0.839	-0.165	0.272	0.903	0.946	1.000	0.964	0.990	NaN	-0.017	0.009
mg_index (core to wing ratio (unitless))	0.819	-0.155	0.241	0.904	0.938	0.964	1.000	0.952	NaN	-0.025	0.008
irradiance (W/m^2/nm)	0.850	-0.162	0.280	0.888	0.938	0.990	0.952	1.000	NaN	-0.023	0.009
storm	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
storm phase	0.027	-0.385	0.086	-0.028	-0.032	-0.017	-0.025	-0.023	NaN	1.000	-0.001
d_diff	0.051	-0.006	0.007	0.009	0.009	0.009	0.008	0.009	NaN	-0.001	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.198	0.237	0.561	0.605	0.638	0.612	0.651	NaN	0.022	0.036
SYM/H_INDEX_nT	-0.198	1.000	-0.377	-0.107	-0.107	-0.111	-0.104	-0.109	NaN	-0.317	-0.004
1-M_AE_nT	0.237	-0.377	1.000	0.172	0.177	0.182	0.161	0.187	NaN	0.070	0.005
DAILY_SUNSPOT_NO_	0.561	-0.107	0.172	1.000	0.789	0.733	0.730	0.712	NaN	-0.023	0.006
DAILY_F10.7_	0.605	-0.107	0.177	0.789	1.000	0.798	0.781	0.784	NaN	-0.026	0.006
SOLAR_LYMAN-ALPHA_W/m^2	0.638	-0.111	0.182	0.733	0.798	1.000	0.832	0.919	NaN	-0.014	0.006
mg_index (core to wing ratio (unitless))	0.612	-0.104	0.161	0.730	0.781	0.832	1.000	0.802	NaN	-0.021	0.005
irradiance (W/m^2/nm)	0.651	-0.109	0.187	0.712	0.784	0.919	0.802	1.000	NaN	-0.019	0.006
storm	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.000	NaN	NaN
storm phase	0.022	-0.317	0.070	-0.023	-0.026	-0.014	-0.021	-0.019	NaN	1.000	-0.001
d_diff	0.036	-0.004	0.005	0.006	0.006	0.006	0.005	0.006	NaN	-0.001	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm phase	d_diff
400kmDensity	1.000	0.600	0.253	0.609	0.491	0.675	0.660	0.682	0.022	0.242
SYM/H_INDEX_nT	0.600	1.000	0.437	0.302	0.318	0.209	0.219	0.209	0.176	0.166
1-M_AE_nT	0.253	0.437	1.000	0.214	0.147	0.207	0.201	0.200	0.052	0.157
DAILY_SUNSPOT_NO_	0.609	0.302	0.214	1.000	0.711	0.890	0.877	0.858	0.099	0.168
DAILY_F10.7_	0.491	0.318	0.147	0.711	1.000	0.668	0.635	0.601	0.089	0.098
SOLAR_LYMAN-ALPHA_W/m^2	0.675	0.209	0.207	0.890	0.668	1.000	0.964	0.970	0.087	0.187
mg_index (core to wing ratio (unitless))	0.660	0.219	0.201	0.877	0.635	0.964	1.000	0.937	0.076	0.178
irradiance (W/m^2/nm)	0.682	0.209	0.200	0.858	0.601	0.970	0.937	1.000	0.112	0.189
storm phase	0.022	0.176	0.052	0.099	0.089	0.087	0.076	0.112	1.000	0.006
d_diff	0.242	0.166	0.157	0.168	0.098	0.187	0.178	0.189	0.006	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
3741240	3.289343e-12	-41.0	317.0	59.0	98.4	0.007362	0.270370	0.005854	1	2	4.167400e-14
2039378	1.775266e-12	-18.0	521.0	88.0	109.4	0.007171	0.273447	0.005795	1	2	-9.917000e-15
2195694	1.073186e-12	16.0	36.0	100.0	126.5	0.007204	0.270860	0.005737	1	1	1.543100e-14
3509999	1.072525e-12	-9.0	30.0	0.0	69.6	0.006217	0.264548	0.005083	1	2	-2.815200e-14
4346975	2.856909e-12	2.0	72.0	110.0	118.6	0.007812	0.273530	0.006063	1	1	-2.299000e-15
3361216	2.690566e-12	-88.0	848.0	130.0	154.1	0.007648	0.273580	0.005993	1	2	3.181650e-13
3685742	3.013006e-12	-48.0	429.0	146.0	173.5	0.008275	0.276040	0.006610	1	2	-7.830000e-16
2498161	1.296189e-13	1.0	40.0	0.0	69.2	0.006038	0.264610	0.004966	1	2	-3.605200e-15
4469127	3.748893e-12	-18.0	60.0	123.0	119.4	0.007249	0.273811	0.005769	1	2	-1.071570e-13
1134074	4.407488e-12	-7.0	55.0	87.0	113.1	0.007563	0.276196	0.005931	1	1	9.007300e-14

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
2031117	6.592713e-12	-87.0	128.0	110.0	143.5	0.007371	0.274422	0.005913	1	2	4.166000e-15
1112415	1.865472e-12	-10.0	26.0	61.0	106.1	0.006991	0.272406	0.005613	1	2	4.885000e-15
4497697	1.032639e-12	-12.0	128.0	10.0	66.6	0.005953	0.263857	0.004908	1	2	-1.140600e-14
2106203	7.141121e-12	2.0	43.0	134.0	153.9	0.007993	0.278804	0.006337	1	1	2.237000e-15
354056	1.016659e-12	-1.0	206.0	101.0	117.9	0.007058	0.269130	0.005703	1	1	1.479811e-13
1004102	1.157464e-12	-20.0	1023.0	48.0	85.6	0.006972	0.268580	0.005552	1	1	-4.974600e-14
661139	2.351564e-13	4.0	37.0	0.0	67.2	0.005972	0.264016	0.004905	1	1	-2.105600e-14
3709773	9.772223e-13	-31.0	233.0	45.0	83.6	0.006887	0.267920	0.005558	1	2	-2.057800e-15
3322090	1.115714e-12	-20.0	174.0	0.0	70.2	0.005997	0.263600	0.004938	1	2	4.296600e-14
3936526	3.703628e-13	-8.0	79.0	0.0	68.7	0.006108	0.263880	0.004998	1	1	-8.793000e-16

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample